The email arrived late, just as Sarah was putting the finishing touches on her art project. “Regret to inform you…” the subject line began. The rowing team. Nope. She leaned back in her chair, the scent of fresh paint and turpentine filling her nostrils. The disappointment, a fleeting shadow, was quickly replaced by a sense of calm. She’d be able to fully concentrate on her art, her true passion. She reached for her paintbrush, the bristles soft against her fingers, a quiet humming starting in her chest.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453